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Record W4414353515 · doi:10.1111/jocn.70111

Which Cultural Safety Strategies Are Making a Difference? Exploring Hospital Initiatives for First Nations Peoples in Australia. A Scoping Review

2025· article· en· W4414353515 on OpenAlexaboutno aff
Mary O’Loughlin

Bibliographic record

VenueJournal of Clinical Nursing · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsCultural safetyProtocol (science)MEDLINEQualitative researchPatient safetyOccupational safety and health

Abstract

fetched live from OpenAlex

AIM: To explore the barriers, facilitators, and outcomes of strategies that have been implemented to improve the experience of cultural safety for First Nations inpatients in the Australian hospital setting. DESIGN: Scoping review. METHODS: Guided by the Joanna Briggs Institute scoping review methodology and reported using PRISMA-ScR, six databases were searched with data extracted and synthesised. DATA SOURCES: Cumulative Index to Nursing and Allied Health Literature (CINAHL), Emcare, Informit, Medline, ProQuest and Scopus databases. Searches were undertaken in March 2024. RESULTS: Forty-three articles representing 39 studies were included. Strategies were categorised as governance, service delivery, hospital environment, clinician education, and First Nations workforce. First Nations researchers were co-authors in most studies, and emergent themes were grounded in First Nations priorities, with an emphasis on developing the First Nations health workforce. Findings included (i) First Nations health staff being identified as cultural brokers between First Nations patients and non-First Nations clinicians; (ii) experiences of cultural safety being amplified when First Nations and non-First Nations health staff worked together; and (iii) strong governance being critical to addressing institutional racism and enabling cultural safety. CONCLUSIONS: Embedding the voice of First Nations peoples in governance and an organisational commitment to strengthening the First Nations workforce are essential drivers for implementing cultural safety strategies in Australian hospitals. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: Working together respectfully and collaboratively offers a pathway forward for First Nations and non-First Nations health service clinicians and management to deliver culturally safe hospital care. IMPACT: Culturally safe hospital care is integral to promoting the health of First Nations people. This study maps cultural safety strategies used in the Australian inpatient hospital setting, explores if and how these strategies have improved cultural safety and identifies barriers and facilitators to implementation. Fostering approaches to support understanding and respect between First Nations and non-First Nations clinicians and staff is integral to promoting culturally safe hospital care. Hospital leadership, policymakers and staff can benefit from understanding the drivers of culturally safe hospital care. REPORTING METHOD: Reported using PRISMA-ScR. PATIENT OR PUBLIC CONTRIBUTION: Guidance on this research was received from Aboriginal leaders at the first author's hospital workplace. PROTOCOL REGISTRATION: A research protocol was prepared in advance and registered: https://osf.io/sfzby/?view_only=03c2349ebdae4a7ba95a621d9b7e8bc4.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.031
metaresearch head score (Gemma)0.080
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.031
Threshold uncertainty score0.163

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0310.080
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.003
Bibliometrics0.0120.012
Science and technology studies0.0020.002
Scholarly communication0.0070.007
Open science0.0020.004
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.154
GPT teacher head0.511
Teacher spread0.357 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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